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José C. Príncipe, Jose C. Principe

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DBLP keys2009
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Carlos Príncipe, Risto Miikkulainen: Advances in Self-Organizing Maps, 7th International Workshop, WSOM 2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings Springer 2009
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJustin C. Sanchez, Renato J. O. Figueiredo, José A. B. Fortes, José Carlos Príncipe: Development of Symbiotic Brain-Machine Interfaces Using a Neurophysiology Cyberworkstation. HCI (2) 2009: 606-615
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYiwen Wang, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez: Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces. Neural Computation 21(10): 2894-2930 (2009)
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntónio R. C. Paiva, Il Park, José C. Príncipe: A Reproducing Kernel Hilbert Space Framework for Spike Train Signal Processing. Neural Computation 21(2): 424-449 (2009)
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJustin C. Sanchez, Babak Mahmoudi, Jack DiGiovanna, Jose C. Principe: Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. Neural Networks 22(3): 305-315 (2009)
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYiwen Wang, Jose C. Principe, Justin C. Sanchez: Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. Neural Networks 22(5-6): 781-790 (2009)
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKyu-Hwa Jeong, Weifeng Liu, Seungju Han, Erion Hasanbelliu, Jose C. Principe: The correntropy MACE filter. Pattern Recognition 42(5): 871-885 (2009)
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSudhir Rao, Allan de Medeiros Martins, José C. Príncipe: Mean shift: An information theoretic perspective. Pattern Recognition Letters 30(3): 222-230 (2009)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAysegul Gunduz, José Carlos Príncipe: Correntropy as a novel measure for nonlinearity tests. Signal Processing 89(1): 14-23 (2009)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPuskal P. Pokharel, Weifeng Liu, Jose C. Principe: A low complexity robust detector in impulsive noise. Signal Processing 89(10): 1902-1909 (2009)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPuskal P. Pokharel, Weifeng Liu, José C. Príncipe: Kernel least mean square algorithm with constrained growth. Signal Processing 89(3): 257-265 (2009)
2008
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWeifeng Liu, Jose C. Principe: The wellposedness analysis of the kernel adaline. IJCNN 2008: 1062-1067
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn G. Harris, Jie Xu, Manu Rastogi, Alexander Singh-Alvarado, Vaibhav Garg, Jose C. Principe, Kalyana Vuppamandla: Real time signal reconstruction from spikes on a digital signal processor. ISCAS 2008: 1060-1063
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn G. Harris, Jose C. Principe, Justin C. Sanchez, Du Chen, Christy She: Pulse-based signal compression for implanted neural recording systems. ISCAS 2008: 344-347
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian-Wu Xu, José Carlos Príncipe: A Pitch Detector Based on a Generalized Correlation Function. IEEE Transactions on Audio, Speech & Language Processing 16(8): 1420-1432 (2008)
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian-Wu Xu, António R. C. Paiva, Il Park, José Carlos Príncipe: A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning. IEEE Transactions on Signal Processing 56(12): 5891-5902 (2008)
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWeifeng Liu, Puskal P. Pokharel, Jose C. Principe: The Kernel Least-Mean-Square Algorithm. IEEE Transactions on Signal Processing 56(2): 543-554 (2008)
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHsiao-Chun Wu, Yiyan Wu, Jose C. Principe, Xianbin Wang: Robust switching blind equalizer for wireless cognitive receivers. IEEE Transactions on Wireless Communications 7(5-1): 1461-1465 (2008)
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jose C. Principe: A new nonlinear similarity measure for multichannel signals. Neural Networks 21(2-3): 222-231 (2008)
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKyu-Hwa Jeong, Jose C. Principe: Enhancing the correntropy MACE filter with random projections. Neurocomputing 72(1-3): 102-111 (2008)
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPuskal P. Pokharel, Umut Ozertem, Deniz Erdogmus, Jose C. Principe: Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK. Signal Processing 88(6): 1368-1381 (2008)
2007
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJustin C. Sanchez, José Carlos Príncipe: Brain-Machine Interface Engineering Morgan & Claypool Publishers 2007
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSudhir Rao, Seungju Han, José Carlos Príncipe: Information Theoretic Vector Quantization with Fixed Point Updates. IJCNN 2007: 1020-1024
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntónio R. C. Paiva, Sudhir Rao, Il Park, Jose C. Principe: Spectral Clustering of Synchronous Spike Trains. IJCNN 2007: 1831-1835
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSudhir Rao, António R. C. Paiva, Jose C. Principe: A Novel Weighted LBG Algorithm for Neural Spike Compression. IJCNN 2007: 1883-1887
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jose C. Principe: A New Nonlinear Similarity Measure for Multichannel Biological Signals. IJCNN 2007: 2046-2051
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIl Park, António R. C. Paiva, Jose C. Principe, John G. Harris: A Closed Form Solution for Multiple-Input Spike Based Adaptive Filters. IJCNN 2007: 2064-2068
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYiwen Wang, António R. C. Paiva, Jose C. Principe, Justin C. Sanchez: A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces. IJCNN 2007: 2250-2255
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicolas J. Dedual, Mustafa C. Ozturk, Justin C. Sanchez, Jose C. Principe: An Associative Memory Readout in ESN for Neural Action Potential Detection. IJCNN 2007: 2295-2299
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodrigo Sacchi, Mustafa C. Ozturk, Jose C. Principe, Adriano A. F. Carneiro, Ivan N. da Silva: Water Inflow Forecasting using the Echo State Network: a Brazilian Case Study. IJCNN 2007: 2403-2408
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeungju Han, Sudhir Rao, Deniz Erdogmus, Jose C. Principe: A Novel Switching Scheme Between Adaptive Information Algorithms. IJCNN 2007: 2840-2845
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShalom Darmanjian, António R. C. Paiva, Jose C. Principe, Justin C. Sanchez: Hierarchal Decomposition of Neural Data using Boosted Mixtures of Hidden Markov Chains and its application to a BMI. IJCNN 2007: 3062-3067
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRizwan Bashirullah, John G. Harris, Justin C. Sanchez, Toshikazu Nishida, José Carlos Príncipe: Florida Wireless Implantable Recording Electrodes (FWIRE) for Brain Machine Interfaces. ISCAS 2007: 2084-2087
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJack DiGiovanna, Loris Marchal, Prapaporn Rattanatamrong, Ming Zhao, Shalom Darmanjian, Babak Mahmoudi, Justin C. Sanchez, José C. Príncipe, Linda Hermer-Vazquez, Renato J. O. Figueiredo, José A. B. Fortes: Towards Real-Time Distributed Signal Modeling for Brain-Machine Interfaces. International Conference on Computational Science (1) 2007: 964-971
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWeifeng Liu, Puskal P. Pokharel, Jose C. Principe: Correntropy: Properties and Applications in Non-Gaussian Signal Processing. IEEE Transactions on Signal Processing 55(11): 5286-5298 (2007)
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert Jenssen, Deniz Erdogmus, Jose C. Principe, Torbjørn Eltoft: The Laplacian Classifier. IEEE Transactions on Signal Processing 55(7-1): 3262-3271 (2007)
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMustafa C. Ozturk, Dongming Xu, José Carlos Príncipe: Analysis and Design of Echo State Networks. Neural Computation 19(1): 111-138 (2007)
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeongho Cho, António R. C. Paiva, Sung-Phil Kim, Justin C. Sanchez, José Carlos Príncipe: Self-organizing maps with dynamic learning for signal reconstruction. Neural Networks 20(2): 274-284 (2007)
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHerbert Jaeger, Wolfgang Maass, José Carlos Príncipe: Special issue on echo state networks and liquid state machines. Neural Networks 20(3): 287-289 (2007)
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMustafa C. Ozturk, José Carlos Príncipe: An associative memory readout for ESNs with applications to dynamical pattern recognition. Neural Networks 20(3): 377-390 (2007)
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeongho Cho, Jose C. Principe, Deniz Erdogmus, Mark A. Motter: Quasi-sliding mode control strategy based on multiple-linear models. Neurocomputing 70(4-6): 960-974 (2007)
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, Jose C. Principe, Torbjørn Eltoft: Information cut for clustering using a gradient descent approach. Pattern Recognition 40(3): 796-806 (2007)
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeungju Han, Sudhir Rao, Deniz Erdogmus, Kyu-Hwa Jeong, José Carlos Príncipe: A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS). Signal Processing 87(11): 2733-2745 (2007)
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAllan Kardec Barros, José Carlos Príncipe, Deniz Erdogmus: Independent Component Analysis and Blind Source Separation. Signal Processing 87(8): 1817-1818 (2007)
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRuijiang Li, Weifeng Liu, Jose C. Principe: A unifying criterion for instantaneous blind source separation based on correntropy. Signal Processing 87(8): 1872-1881 (2007)
2006
78no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJustinian P. Rosca, Deniz Erdogmus, José Carlos Príncipe, Simon Haykin: Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings Springer 2006
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeungju Han, Sudhir Rao, José Carlos Príncipe: Estimating the Information Potential with the Fast Gauss Transform. ICA 2006: 82-89
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntónio R. C. Paiva, Jian-Wu Xu, José Carlos Príncipe: Kernel Principal Components Are Maximum Entropy Projections. ICA 2006: 846-853
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYiwen Wang, António R. C. Paiva, Jose C. Principe: A Monte Carlo Sequential Estimation for Point Process Optimum Filtering. IJCNN 2006: 1846-1850
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian-Wu Xu, Puskal P. Pokharel, António R. C. Paiva, Jose C. Principe: Nonlinear Component Analysis Based on Correntropy. IJCNN 2006: 1851-1855
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAysegul Gunduz, Anant Hegde, Jose C. Principe: Correntropy as a Novel Measure for Nonlinearity Tests. IJCNN 2006: 1856-1862
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJack DiGiovanna, Justin C. Sanchez, B. J. Fregly, Jose C. Principe: Arm Motion Reconstruction via Feature Clustering in Joint Angle Space. IJCNN 2006: 4678-4683
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert Jenssen, Deniz Erdogmus, Jose C. Principe: Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm. IJCNN 2006: 4904-4911
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWeifeng Liu, Puskal P. Pokharel, Jose C. Principe: Correntropy: A Localized Similarity Measure. IJCNN 2006: 4919-4924
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIl Park, Dongming Xu, Thomas B. DeMarse, Jose C. Principe: Modeling of Synchronized Burst in Dissociated Cortical Tissue: An Exploration of Parameter Space. IJCNN 2006: 581-586
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPengfei Li, Rizwan Bashirullah, José Carlos Príncipe: A low power battery management system for rechargeable wireless implantable electronics. ISCAS 2006
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDu Chen, Yuan Li, Dongming Xu, John G. Harris, José Carlos Príncipe: Asynchronous biphasic pulse signal coding and its CMOS realization. ISCAS 2006
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé A. B. Fortes, Renato J. O. Figueiredo, Linda Hermer-Vazquez, José Carlos Príncipe, Justin C. Sanchez: A New Architecture for Deriving Dynamic Brain-Machine Interfaces. International Conference on Computational Science (3) 2006: 546-553
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEwaldo Santana, Jose C. Principe, Allan Kardec Barros, R. C. S. Freire: An Adaptive Algorithm Based On The Sigmoidal Function. SBRN 2006: 1-5
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKenneth E. Hild II, Deniz Erdogmus, Kari Torkkola, Jose C. Principe: Feature Extraction Using Information-Theoretic Learning. IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1385-1392 (2006)
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeongho Cho, José Carlos Príncipe, Deniz Erdogmus, Mark A. Motter: Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map. IEEE Transactions on Neural Networks 17(2): 445-460 (2006)
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKenneth E. Hild II, Deniz Erdogmus, José Carlos Príncipe: Experimental upper bound for the performance of convolutive source separation methods. IEEE Transactions on Signal Processing 54(2): 627-635 (2006)
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgnacio Santamaría, Puskal P. Pokharel, José Carlos Príncipe: Generalized correlation function: definition, properties, and application to blind equalization. IEEE Transactions on Signal Processing 54(6-1): 2187-2197 (2006)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDongming Xu, José Carlos Príncipe: Computation in a reduced KII network based on synchronization. Int. J. Intell. Syst. 21(9): 919-935 (2006)
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAllan Kardec Barros, José Carlos Príncipe, Yoshinori Takeuchi, Noboru Ohnishi: Using non-linear even functions for error minimization in adaptive filters. Neurocomputing 70(1-3): 9-13 (2006)
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKenneth E. Hild II, Deniz Erdogmus, Jose C. Principe: An analysis of entropy estimators for blind source separation. Signal Processing 86(1): 182-194 (2006)
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert Jenssen, Torbjørn Eltoft, Deniz Erdogmus, Jose C. Principe: Some Equivalences between Kernel Methods and Information Theoretic Methods. VLSI Signal Processing 45(1-2): 49-65 (2006)
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Robert Jenssen, Yadunandana N. Rao, Jose C. Principe: Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing. VLSI Signal Processing 45(1-2): 67-83 (2006)
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnant Hegde, José Carlos Príncipe, Deniz Erdogmus, Umut Ozertem, Yadunandana N. Rao, Hemanth Peddaneni: Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis. VLSI Signal Processing 45(1-2): 85-95 (2006)
2005
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft: Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering. EMMCVPR 2005: 34-45
53no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Carlos Príncipe: Information Theoretic Learning. PRIS 2005
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcelino Lázaro, Ignacio Santamaría, Deniz Erdogmus, Kenneth E. Hild II, Carlos Ramon Pantaleon Dionisio, Jose C. Principe: Stochastic blind equalization based on PDF fitting using Parzen estimator. IEEE Transactions on Signal Processing 53(2-1): 696-704 (2005)
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYadunandana N. Rao, Deniz Erdogmus, Jose C. Principe: Error whitening criterion for adaptive filtering: theory and algorithms. IEEE Transactions on Signal Processing 53(3): 1057-1069 (2005)
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTue Lehn-Schiøler, Anant Hegde, Deniz Erdogmus, José Carlos Príncipe: Vector quantization using information theoretic concepts. Natural Computing 4(1): 39-51 (2005)
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKyu-Hwa Jeong, Jian-Wu Xu, Deniz Erdogmus, José Carlos Príncipe: A new classifier based on information theoretic learning with unlabeled data. Neural Networks 18(5-6): 719-726 (2005)
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, Jose C. Principe: Fast error whitening algorithms for system identification and control with noisy data. Neurocomputing 69(1-3): 158-181 (2005)
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnant Hegde, Deniz Erdogmus, Deng-Shan Shiau, José Carlos Príncipe, J. Chris Sackellares: Quantifying spatio-temporal dependencies in epileptic ECOG. Signal Processing 85(11): 2082-2100 (2005)
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, José Carlos Príncipe: Information Theoretic Signal Processing. Signal Processing 85(5): 873-874 (2005)
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Rati Agrawal, José Carlos Príncipe: A mutual information extension to the matched filter. Signal Processing 85(5): 927-935 (2005)
2004
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuis Vielva, Ignacio Santamaría, Jesús Ibáñez, Deniz Erdogmus, José Carlos Príncipe: On the Estimation of the Mixing Matrix for Underdetermined Blind Source Separation in an Arbitrary Number of Dimensions. ICA 2004: 185-192
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe: Gaussianizing Transformations for ICA. ICA 2004: 26-32
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian-Wu Xu, Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe: Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures. ICA 2004: 311-318
41no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDongming Xu, José Carlos Príncipe, John G. Harris: Logic computation using coupled neural oscillators. ISCAS (5) 2004: 788-791
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert Jenssen, Deniz Erdogmus, José Carlos Príncipe, Torbjørn Eltoft: The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space. NIPS 2004
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Kenneth E. Hild II, Yadunandana N. Rao, José Carlos Príncipe: Minimax Mutual Information Approach for Independent Component Analysis. Neural Computation 16(6): 1235-1252 (2004)
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Erik G. Larsson, Rui Yan, José Carlos Príncipe, Jeffrey R. Fitzsimmons: Measuring the signal-to-noise ratio in magnetic resonance imaging: a caveat. Signal Processing 84(6): 1035-1040 (2004)
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Erik G. Larsson, Rui Yan, José Carlos Príncipe, Jeffrey R. Fitzsimmons: Asymptotic SNR-performance of some image combination techniques for phased-array MRI. Signal Processing 84(6): 997-1003 (2004)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Jose C. Principe: Lower and Upper Bounds for Misclassification Probability Based on Renyi's Information. VLSI Signal Processing 37(2-3): 305-317 (2004)
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYadunandana N. Rao, Jose C. Principe, Tan F. Wong: Fast RLS-Like Algorithm for Generalized Eigendecomposition and its Applications. VLSI Signal Processing 37(2-3): 333-344 (2004)
2003
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft: Information Force Clustering Using Directed Trees. EMMCVPR 2003: 68-82
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo: Accelerating the convergence speed of neural networks learning methods using least squares. ESANN 2003: 255-260
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: Recursive Least Squares for an Entropy Regularized MSE Cost Function. ESANN 2003: 451-456
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo: Linear Least-Squares Based Methods for Neural Networks Learning. ICANN 2003: 84-91
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDongming Xu, Liping Deng, John G. Harris, José Carlos Príncipe: Design of a reduced KII set and network in analog VLSI. ISCAS (5) 2003: 837-840
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Y. Lin, Karl S. Gugel, José Carlos Príncipe: Feasibility of Fixed-Point Transversal Adaptive Filters in FPGA Devices with Embedded DSP Blocks. IWSOC 2003: 157-160
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, Yadunandana N. Rao, Johan Wessberg, José Carlos Príncipe, Miguel Nicolelis: Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. Neural Networks 16(5-6): 865-871 (2003)
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, José Carlos Príncipe: Stochastic error whitening algorithm for linear filter estimation with noisy data. Neural Networks 16(5-6): 873-880 (2003)
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgnacio Santamaría, Rafael González, Carlos Pantaleón, José Carlos Príncipe: Maximum margin equalizers trained with the Adatron algorithm. Signal Processing 83(3): 593-602 (2003)
2002
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, José Carlos Príncipe, Luis Vielva, David Luengo: Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems. ICANN 2002: 456-461
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas: Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. ICANN 2002: 945-950
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLErhan Gokcay, José Carlos Príncipe: Information Theoretic Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 24(2): 158-171 (2002)
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, José Carlos Príncipe: Insights on the relationship between probability of misclassification and information transfer through classifiers. Int. J. Comput. Syst. Signal 3(1): 40-54 (2002)
21no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, José Carlos Príncipe, Kenneth E. Hild II: Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation. Natural Computing 1(1): 85-108 (2002)
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Carlos Príncipe, Neil R. Euliano, Shayan Garani: Principles and networks for self-organization in space-time. Neural Networks 15(8-9): 1069-1083 (2002)
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe: Blind source separation using Renyi's -marginal entropies. Neurocomputing 49(1-4): 25-38 (2002)
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYadunandana N. Rao, Jose C. Principe: Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm. VLSI Signal Processing 32(1-2): 7-17 (2002)
2000
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCraig L. Fancourt, Jose C. Principe: On the Use of Neural Networks in the Generalized Likelihood Ratio Test for Detecting Abrupt Changes in Signals. IJCNN (2) 2000: 243-252
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJose C. Principe, Dongxin Xu, Qun Zhao, John W. Fisher: Learning from Examples with Information Theoretic Criteria. VLSI Signal Processing 26(1-2): 61-77 (2000)
1999
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank M. Candocia, José Carlos Príncipe: Super-resolution of images based on local correlations. IEEE Transactions on Neural Networks 10(2): 372-380 (1999)
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChuan Wang, Jose C. Principe: Training neural networks with additive noise in the desired signal. IEEE Transactions on Neural Networks 10(6): 1511-1517 (1999)
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOdelia Schwartz, John G. Harris, José Carlos Príncipe: Modeling the precedence effect for speech using the gamma filter. Neural Networks 12(3): 409-417 (1999)
1998
12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Olga Fernández-Chaves, José Carlos Príncipe: Detection of Fetal Heart Rate Accelerations and Decelerations Using Artificial Neural Networks. NC 1998: 358-364
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn G. Harris, Chiang-Jung Pu, José Carlos Príncipe: A Neuromorphic Monaural Sound Localizer. NIPS 1998: 692-698
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Carlos Príncipe, Munchurl Kim, John W. Fisher III: Target discrimination in synthetic aperture radar using artificial neural networks. IEEE Transactions on Image Processing 7(8): 1136-1149 (1998)
1995
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn W. Fisher III, José Carlos Príncipe: A nonlinear extension of the MACE filter. Neural Networks 8(7-8): 1131-1141 (1995)
1994
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Carlos Príncipe, Jyh-Ming Kuo: Dynamic Modelling of Chaotic Time Series with Neural Networks. NIPS 1994: 311-318
1993
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Carlos Príncipe, Hui-H. Hsu, Jyh-Ming Kuo: Analysis of Short Term Memories for Neural Networks. NIPS 1993: 1011-1018
6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas E. Davis, José Carlos Príncipe: A Markov Chain Framework for the Simple Genetic Algorithm. Evolutionary Computation 1(3): 269-288 (1993)
1992
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Carlos Príncipe, Abir Zahalka: Transient Signal Detection with Neural Networks: The Search for the Desired Signal. NIPS 1992: 688-695
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBert de Vries, José Carlos Príncipe: The gamma model--A new neural model for temporal processing. Neural Networks 5(4): 565-576 (1992)
1991
3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas E. Davis, José Carlos Príncipe: A Simulated Annealing Like Convergence Theory for the Simple Genetic Algorithm. ICGA 1991: 174-181
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Carlos Príncipe, Bert de Vries, Jyh-Ming Kuo, Pedro Guedes de Oliveira: Modeling Applications with the Focused Gamma Net. NIPS 1991: 143-150
1990
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBert de Vries, José Carlos Príncipe: A Theory for Neural Networks with Time Delays. NIPS 1990: 162-168

Coauthor Index

1Rati Agrawal [45]
2Amparo Alonso-Betanzos [12] [24] [31] [32] [33]
3Hovagim Bakardjian [98] [105]
4Allan Kardec Barros [59] [65] [80]
5Rizwan Bashirullah [68] [91]
6Frank M. Candocia [15]
7Adriano A. F. Carneiro [94]
8Enrique Castillo [24] [31] [33]
9Du Chen [67] [110]
10Jeongho Cho [63] [83] [86]
11Andrzej Cichocki [98] [105]
12Shalom Darmanjian [90] [92]
13Thomas E. Davis [3] [6]
14Thomas B. DeMarse [69]
15Nicolas J. Dedual [95]
16Liping Deng [30]
17Jack DiGiovanna [72] [90] [119]
18Carlos Ramon Pantaleon Dionisio [52]
19Torbjørn Eltoft [34] [40] [54] [57] [82] [88]
20Deniz Erdogmus [19] [21] [22] [25] [27] [28] [31] [32] [33] [34] [36] [37] [38] [39] [40] [42] [43] [44] [45] [46] [47] [48] [49] [50] [51] [52] [54] [55] [56] [57] [58] [62] [63] [64] [71] [78] [80] [81] [82] [83] [88] [93] [103]
21Neil R. Euliano [20]
22Craig L. Fancourt [17]
23Olga Fernández-Chaves [12]
24Renato J. O. Figueiredo [66] [90] [122]
25John W. Fisher [16]
26John W. Fisher III [9] [10]
27Jeffrey R. Fitzsimmons [37] [38]
28Oscar Fontenla-Romero [12] [24] [31] [32] [33]
29José A. B. Fortes [66] [90] [122]
30B. J. Fregly [72]
31R. C. S. Freire [65]
32Shayan Garani [20]
33Vaibhav Garg [111]
34Erhan Gokcay [23]
35Rafael González [26]
36Karl S. Gugel [29]
37Bertha Guijarro-Berdiñas [12] [24]
38Aysegul Gunduz [73] [115]
39Seungju Han [77] [81] [93] [101] [117]
40John G. Harris [11] [13] [30] [41] [67] [91] [97] [110] [111]
41Erion Hasanbelliu [117]
42Simon Haykin [78]
43Anant Hegde [47] [50] [55] [73]
44Linda Hermer-Vazquez [66] [90]
45Kenneth E. Hild II [19] [21] [34] [39] [52] [54] [58] [62] [64] [82]
46Hui-H. Hsu [7]
47Jesús Ibáñez (Jesús Ibáñez-Martínez) [44]
48Herbert Jaeger [85]
49Robert Jenssen [34] [40] [54] [56] [57] [71] [82] [88]
50Kyu-Hwa Jeong [49] [81] [104] [117]
51Munchurl Kim [10]
52Sung-Phil Kim [28] [86]
53Jyh-Ming Kuo [2] [7] [8]
54Erik G. Larsson [37] [38]
55Marcelino Lázaro [52]
56Tue Lehn-Schiøler [50]
57Pengfei Li [68]
58Ruijiang Li [79]
59Yuan Li [67]
60Andrew Y. Lin [29]
61Weifeng Liu [70] [79] [89] [107] [112] [113] [114] [117]
62David Luengo [25]
63Wolfgang Maass [85]
64Babak Mahmoudi [90] [119]
65Loris Marchal [90]
66Allan de Medeiros Martins [116]
67Risto Miikkulainen [123]
68Mark A. Motter [63] [83]
69Miguel Nicolelis [28]
70Toshikazu Nishida [91]
71Noboru Ohnishi [59]
72Pedro Guedes de Oliveira [2]
73Umut Ozertem [55] [103]
74Mustafa C. Ozturk [84] [87] [94] [95]
75António R. C. Paiva [74] [75] [76] [86] [92] [96] [97] [99] [100] [108] [120] [121]
76Carlos Pantaleón [26]
77Il Park [69] [97] [100] [108] [120]
78Hemanth Peddaneni [55]
79Puskal P. Pokharel [61] [70] [74] [89] [103] [107] [113] [114]
80Chiang-Jung Pu [11]
81Geetha Y. Rao [27] [48]
82Sudhir Rao [77] [81] [93] [99] [100] [101] [116]
83Yadunandana N. Rao [18] [27] [28] [32] [35] [39] [42] [43] [48] [51] [55] [56]
84Manu Rastogi [111]
85Prapaporn Rattanatamrong [90]
86Justinian P. Rosca [78]
87Rodrigo Sacchi [94]
88J. Chris Sackellares [47]
89Justin C. Sanchez [28] [66] [72] [86] [90] [91] [92] [95] [96] [102] [110] [118] [119] [121] [122]
90Ignacio Santamaría [26] [44] [52] [61]
91Ewaldo Santana [65]
92Odelia Schwartz [13]
93Christy She [110]
94Deng-Shan Shiau [47]
95Ivan N. da Silva [94]
96Alexander Singh-Alvarado [111]
97Yoshinori Takeuchi [59]
98Kari Torkkola [64]
99Luis Vielva [25] [44]
100Bert de Vries [1] [2] [4]
101Kalyana Vuppamandla [111]
102Chuan Wang [14]
103Xianbin Wang [106]
104Yiwen Wang [75] [96] [118] [121]
105Johan Wessberg [28]
106Tan F. Wong [35]
107Hsiao-Chun Wu [106]
108Yiyan Wu [106]
109Dongming Xu [30] [41] [60] [67] [69] [87]
110Dongxin Xu [16]
111Jian-Wu Xu [42] [49] [74] [76] [98] [105] [108] [109]
112Jie Xu [111]
113Rui Yan [37] [38]
114Abir Zahalka [5]
115Qun Zhao [16]
116Ming Zhao [90]

Colors in the list of coauthors

Copyright © Tue Nov 24 16:13:34 2009 by Michael Ley (ley@uni-trier.de)